YData Profiling Report

Dataset statistics

Number of variables	20
Number of observations	113549
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	55.0 MiB
Average record size in memory	508.3 B

Variable types

Text	5
Numeric	12
Boolean	1
Categorical	2

Alerts

`acousticness` is highly overall correlated with `energy` and 1 other fields	High correlation
`energy` is highly overall correlated with `acousticness` and 1 other fields	High correlation
`loudness` is highly overall correlated with `acousticness` and 1 other fields	High correlation
`explicit` is highly imbalanced (57.8%)	Imbalance
`time_signature` is highly imbalanced (74.0%)	Imbalance
`popularity` has 15843 (14.0%) zeros	Zeros
`key` has 13006 (11.5%) zeros	Zeros
`instrumentalness` has 38637 (34.0%) zeros	Zeros

Reproduction

Analysis started	2024-12-07 21:57:01.802553
Analysis finished	2024-12-07 21:57:23.222487
Duration	21.42 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

track_id
Text

Distinct	89740
Distinct (%)	79.0%
Missing	0
Missing (%)	0.0%
Memory size	9.4 MiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	2498078
Distinct characters	62
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	73441 ?
Unique (%)	64.7%

Sample

1st row	5SuOikwiRyPMVoIQDJUgSV
2nd row	4qPNDBW1i3p13qLCt0Ki3A
3rd row	1iJBSr7s7jYXzM8EGcbK5b
4th row	6lfxq3CG4xtTiEg7opyCyx
5th row	5vjLSffimiIP26QG5WcN2K

Value	Count	Frequency (%)
6s3jldagk3uu3ntzbpnuhs	9	< 0.1%
2ey6v4sekh3z0rusisrosd	8	< 0.1%
2kkvb3rnrzwjfdghaua0tz	8	< 0.1%
2qgxrzjsry4kgyojcpuaul	7	< 0.1%
54zcdkbialanv8ihi3xwld	7	< 0.1%
0rsgpiykniig8m7jhiavv7	7	< 0.1%
0ylsjvxsb5ft1bo8tnxr8j	7	< 0.1%
5zsahuq24mwhiduaxjqnhw	7	< 0.1%
7tbzfr8zvzzjezy6v0d6el	7	< 0.1%
2aaclnypaakdamlw74jxxb	7	< 0.1%
Other values (89730)	113475	99.9%

Most occurring characters

Value	Count	Frequency (%)
3	53568	2.1%
5	53287	2.1%
2	53115	2.1%
6	53053	2.1%
0	52998	2.1%
1	52968	2.1%
4	52952	2.1%
7	50320	2.0%
K	39055	1.6%
D	38949	1.6%
Other values (52)	1997813	80.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2498078	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	53568	2.1%
5	53287	2.1%
2	53115	2.1%
6	53053	2.1%
0	52998	2.1%
1	52968	2.1%
4	52952	2.1%
7	50320	2.0%
K	39055	1.6%
D	38949	1.6%
Other values (52)	1997813	80.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2498078	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	53568	2.1%
5	53287	2.1%
2	53115	2.1%
6	53053	2.1%
0	52998	2.1%
1	52968	2.1%
4	52952	2.1%
7	50320	2.0%
K	39055	1.6%
D	38949	1.6%
Other values (52)	1997813	80.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2498078	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	53568	2.1%
5	53287	2.1%
2	53115	2.1%
6	53053	2.1%
0	52998	2.1%
1	52968	2.1%
4	52952	2.1%
7	50320	2.0%
K	39055	1.6%
D	38949	1.6%
Other values (52)	1997813	80.0%

artists
Text

Distinct	31437
Distinct (%)	27.7%
Missing	0
Missing (%)	0.0%
Memory size	9.2 MiB

Length

Max length	513
Median length	322
Mean length	16.288395
Min length	2

Characters and Unicode

Total characters	1849531
Distinct characters	712
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16805 ?
Unique (%)	14.8%

Sample

1st row	Gen Hoshino
2nd row	Ben Woodward
3rd row	Ingrid Michaelson;ZAYN
4th row	Kina Grannis
5th row	Chord Overstreet

Value	Count	Frequency (%)
the	6811	2.7%
	3116	1.2%
de	1132	0.4%
los	1066	0.4%
of	1026	0.4%
dj	735	0.3%
george	582	0.2%
la	518	0.2%
jones	511	0.2%
for	456	0.2%
Other values (42276)	240596	93.8%

Most occurring characters

Value	Count	Frequency (%)
a	163286	8.8%
e	147919	8.0%
	143008	7.7%
i	111548	6.0%
n	105923	5.7%
o	103305	5.6%
r	99634	5.4%
l	75250	4.1%
s	68978	3.7%
t	63302	3.4%
Other values (702)	767378	41.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1849531	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	163286	8.8%
e	147919	8.0%
	143008	7.7%
i	111548	6.0%
n	105923	5.7%
o	103305	5.6%
r	99634	5.4%
l	75250	4.1%
s	68978	3.7%
t	63302	3.4%
Other values (702)	767378	41.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1849531	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	163286	8.8%
e	147919	8.0%
	143008	7.7%
i	111548	6.0%
n	105923	5.7%
o	103305	5.6%
r	99634	5.4%
l	75250	4.1%
s	68978	3.7%
t	63302	3.4%
Other values (702)	767378	41.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1849531	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	163286	8.8%
e	147919	8.0%
	143008	7.7%
i	111548	6.0%
n	105923	5.7%
o	103305	5.6%
r	99634	5.4%
l	75250	4.1%
s	68978	3.7%
t	63302	3.4%
Other values (702)	767378	41.5%

album_name
Text

Distinct	46589
Distinct (%)	41.0%
Missing	0
Missing (%)	0.0%
Memory size	10.0 MiB

Length

Max length	243
Median length	145
Mean length	20.098398
Min length	1

Characters and Unicode

Total characters	2282153
Distinct characters	2084
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28021 ?
Unique (%)	24.7%

Sample

1st row	Comedy
2nd row	Ghost (Acoustic)
3rd row	To Begin Again
4th row	Crazy Rich Asians (Original Motion Picture Soundtrack)
5th row	Hold On

Value	Count	Frequency (%)
the	11989	3.1%
	9121	2.3%
of	5210	1.3%
2022	3416	0.9%
vol	3248	0.8%
christmas	3202	0.8%
vivo	3185	0.8%
a	3149	0.8%
ao	2928	0.8%
de	2886	0.7%
Other values (35981)	341625	87.6%

Most occurring characters

Value	Count	Frequency (%)
	276410	12.1%
e	184315	8.1%
a	142230	6.2%
o	137876	6.0%
i	127142	5.6%
n	105745	4.6%
r	105436	4.6%
s	96164	4.2%
t	96037	4.2%
l	78680	3.4%
Other values (2074)	932118	40.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2282153	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	276410	12.1%
e	184315	8.1%
a	142230	6.2%
o	137876	6.0%
i	127142	5.6%
n	105745	4.6%
r	105436	4.6%
s	96164	4.2%
t	96037	4.2%
l	78680	3.4%
Other values (2074)	932118	40.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2282153	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	276410	12.1%
e	184315	8.1%
a	142230	6.2%
o	137876	6.0%
i	127142	5.6%
n	105745	4.6%
r	105436	4.6%
s	96164	4.2%
t	96037	4.2%
l	78680	3.4%
Other values (2074)	932118	40.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2282153	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	276410	12.1%
e	184315	8.1%
a	142230	6.2%
o	137876	6.0%
i	127142	5.6%
n	105745	4.6%
r	105436	4.6%
s	96164	4.2%
t	96037	4.2%
l	78680	3.4%
Other values (2074)	932118	40.8%

track_name
Text

Distinct	73608
Distinct (%)	64.8%
Missing	0
Missing (%)	0.0%
Memory size	9.8 MiB

Length

Max length	511
Median length	146
Mean length	17.961823
Min length	1

Characters and Unicode

Total characters	2039547
Distinct characters	2417
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	55964 ?
Unique (%)	49.3%

Sample

1st row	Comedy
2nd row	Ghost - Acoustic
3rd row	To Begin Again
4th row	Can't Help Falling In Love
5th row	Hold On

Value	Count	Frequency (%)
	19560	5.1%
the	9423	2.5%
you	4279	1.1%
me	3707	1.0%
a	3677	1.0%
of	3590	0.9%
i	3384	0.9%
vivo	3157	0.8%
in	3123	0.8%
remix	2974	0.8%
Other values (50550)	326721	85.2%

Most occurring characters

Value	Count	Frequency (%)
	270046	13.2%
e	174097	8.5%
a	135603	6.6%
o	121780	6.0%
i	108848	5.3%
n	93450	4.6%
r	91608	4.5%
t	81430	4.0%
s	67422	3.3%
l	62865	3.1%
Other values (2407)	832398	40.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2039547	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	270046	13.2%
e	174097	8.5%
a	135603	6.6%
o	121780	6.0%
i	108848	5.3%
n	93450	4.6%
r	91608	4.5%
t	81430	4.0%
s	67422	3.3%
l	62865	3.1%
Other values (2407)	832398	40.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2039547	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	270046	13.2%
e	174097	8.5%
a	135603	6.6%
o	121780	6.0%
i	108848	5.3%
n	93450	4.6%
r	91608	4.5%
t	81430	4.0%
s	67422	3.3%
l	62865	3.1%
Other values (2407)	832398	40.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2039547	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	270046	13.2%
e	174097	8.5%
a	135603	6.6%
o	121780	6.0%
i	108848	5.3%
n	93450	4.6%
r	91608	4.5%
t	81430	4.0%
s	67422	3.3%
l	62865	3.1%
Other values (2407)	832398	40.8%

popularity
Real number (ℝ)

ZEROS

Distinct	101
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.324433

Minimum	0
Maximum	100
Zeros	15843
Zeros (%)	14.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	17
median	35
Q3	50
95-th percentile	69
Maximum	100
Range	100
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	22.283855
Coefficient of variation (CV)	0.6686942
Kurtosis	-0.92403053
Mean	33.324433
Median Absolute Deviation (MAD)	16
Skewness	0.042228657
Sum	3783956
Variance	496.57018
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15843	14.0%
22	2347	2.1%
21	2331	2.1%
44	2288	2.0%
1	2116	1.9%
23	2114	1.9%
20	2093	1.8%
43	2072	1.8%
45	2004	1.8%
41	1994	1.8%
Other values (91)	78347	69.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15843	14.0%
1	2116	1.9%
2	1025	0.9%
3	570	0.5%
4	377	0.3%
5	592	0.5%
6	419	0.4%
7	455	0.4%
8	538	0.5%
9	522	0.5%

Value	Count	Frequency (%)
100	2	< 0.1%
99	1	< 0.1%
98	7	< 0.1%
97	8	< 0.1%
96	7	< 0.1%
95	5	< 0.1%
94	7	< 0.1%
93	12	< 0.1%
92	9	< 0.1%
91	10	< 0.1%

duration_ms
Real number (ℝ)

Distinct	50696
Distinct (%)	44.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	228081.37

Minimum	8586
Maximum	5237295
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	8586
5-th percentile	117138.4
Q1	174184
median	213000
Q3	261588
95-th percentile	387146
Maximum	5237295
Range	5228709
Interquartile range (IQR)	87404

Descriptive statistics

Standard deviation	106413.1
Coefficient of variation (CV)	0.46655761
Kurtosis	338.59525
Mean	228081.37
Median Absolute Deviation (MAD)	42686
Skewness	10.814577
Sum	2.5898412 × 10¹⁰
Variance	1.1323748 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
162897	146	0.1%
180000	104	0.1%
192000	91	0.1%
240000	84	0.1%
118840	74	0.1%
227520	71	0.1%
172342	70	0.1%
131733	69	0.1%
243057	66	0.1%
175986	63	0.1%
Other values (50686)	112711	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8586	1	< 0.1%
13386	1	< 0.1%
15800	1	< 0.1%
17453	1	< 0.1%
17826	2	< 0.1%
21120	1	< 0.1%
21240	1	< 0.1%
22266	1	< 0.1%
23506	2	< 0.1%
24000	1	< 0.1%

Value	Count	Frequency (%)
5237295	1	< 0.1%
4789026	1	< 0.1%
4730302	1	< 0.1%
4563897	1	< 0.1%
4447520	1	< 0.1%
4339826	1	< 0.1%
4334721	1	< 0.1%
4246206	1	< 0.1%
4120258	1	< 0.1%
3876276	2	< 0.1%

explicit
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	998.0 KiB

False	103831
True	9718

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	103831	91.4%
True	9718	8.6%

danceability
Real number (ℝ)

Distinct	1174
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5670313

Minimum	0
Maximum	0.985
Zeros	157
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0.25
Q1	0.456
median	0.58
Q3	0.695
95-th percentile	0.824
Maximum	0.985
Range	0.985
Interquartile range (IQR)	0.239

Descriptive statistics

Standard deviation	0.1734091
Coefficient of variation (CV)	0.30581928
Kurtosis	-0.18055738
Mean	0.5670313
Median Absolute Deviation (MAD)	0.119
Skewness	-0.40040442
Sum	64385.837
Variance	0.030070718
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.647	430	0.4%
0.609	355	0.3%
0.579	346	0.3%
0.602	332	0.3%
0.685	332	0.3%
0.689	313	0.3%
0.524	313	0.3%
0.598	312	0.3%
0.607	306	0.3%
0.631	305	0.3%
Other values (1164)	110205	97.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	157	0.1%
0.0513	1	< 0.1%
0.0532	1	< 0.1%
0.0545	1	< 0.1%
0.0548	1	< 0.1%
0.055	1	< 0.1%
0.0555	1	< 0.1%
0.0558	1	< 0.1%
0.0562	1	< 0.1%
0.0565	2	< 0.1%

Value	Count	Frequency (%)
0.985	1	< 0.1%
0.984	1	< 0.1%
0.983	1	< 0.1%
0.982	1	< 0.1%
0.981	2	< 0.1%
0.98	2	< 0.1%
0.979	2	< 0.1%
0.978	3	< 0.1%
0.977	1	< 0.1%
0.976	4	< 0.1%

energy
Real number (ℝ)

HIGH CORRELATION

Distinct	2083
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.64209086

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0.156
Q1	0.473
median	0.685
Q3	0.854
95-th percentile	0.969
Maximum	1
Range	1
Interquartile range (IQR)	0.381

Descriptive statistics

Standard deviation	0.25105328
Coefficient of variation (CV)	0.39099339
Kurtosis	-0.51961307
Mean	0.64209086
Median Absolute Deviation (MAD)	0.186
Skewness	-0.59855009
Sum	72908.775
Variance	0.063027751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.876	318	0.3%
0.937	269	0.2%
0.931	261	0.2%
0.886	257	0.2%
0.801	256	0.2%
0.948	254	0.2%
0.858	253	0.2%
0.961	253	0.2%
0.92	239	0.2%
0.978	237	0.2%
Other values (2073)	110952	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1.95 × 10^-5	1	< 0.1%
2.01 × 10^-5	13	< 0.1%
2.02 × 10^-5	4	< 0.1%
2.03 × 10^-5	34	< 0.1%
2.82 × 10^-5	1	< 0.1%
3.05 × 10^-5	1	< 0.1%
3.61 × 10^-5	1	< 0.1%
4.28 × 10^-5	3	< 0.1%
5.9 × 10^-5	2	< 0.1%

Value	Count	Frequency (%)
1	28	< 0.1%
0.999	100	0.1%
0.998	149	0.1%
0.997	164	0.1%
0.996	158	0.1%
0.995	229	0.2%
0.994	172	0.2%
0.993	183	0.2%
0.992	161	0.1%
0.991	200	0.2%

key
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.3094523

Minimum	0
Maximum	11
Zeros	13006
Zeros (%)	11.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	8
95-th percentile	11
Maximum	11
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.5601466
Coefficient of variation (CV)	0.67052992
Kurtosis	-1.2766463
Mean	5.3094523
Median Absolute Deviation (MAD)	3
Skewness	-0.0086603087
Sum	602883
Variance	12.674644
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
7	13199	11.6%
0	13006	11.5%
2	11594	10.2%
9	11264	9.9%
1	10740	9.5%
5	9325	8.2%
11	9251	8.1%
4	8971	7.9%
6	7891	6.9%
10	7423	6.5%
Other values (2)	10885	9.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13006	11.5%
1	10740	9.5%
2	11594	10.2%
3	3548	3.1%
4	8971	7.9%
5	9325	8.2%
6	7891	6.9%
7	13199	11.6%
8	7337	6.5%
9	11264	9.9%

Value	Count	Frequency (%)
11	9251	8.1%
10	7423	6.5%
9	11264	9.9%
8	7337	6.5%
7	13199	11.6%
6	7891	6.9%
5	9325	8.2%
4	8971	7.9%
3	3548	3.1%
2	11594	10.2%

loudness
Real number (ℝ)

HIGH CORRELATION

Distinct	19480
Distinct (%)	17.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-8.243408

Minimum	-49.531
Maximum	4.532
Zeros	0
Zeros (%)	0.0%
Negative	113459
Negative (%)	99.9%
Memory size	1.7 MiB

Quantile statistics

Minimum	-49.531
5-th percentile	-17.993
Q1	-9.998
median	-6.997
Q3	-5.001
95-th percentile	-2.973
Maximum	4.532
Range	54.063
Interquartile range (IQR)	4.997

Descriptive statistics

Standard deviation	5.0114216
Coefficient of variation (CV)	-0.60793079
Kurtosis	5.9620349
Mean	-8.243408
Median Absolute Deviation (MAD)	2.339
Skewness	-2.01334
Sum	-936030.73
Variance	25.114346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-5.662	175	0.2%
-4.457	85	0.1%
-9.336	84	0.1%
-7.57	76	0.1%
-8.871	74	0.1%
-4.034	72	0.1%
-3.725	71	0.1%
-4.324	70	0.1%
-12.472	64	0.1%
-6.196	63	0.1%
Other values (19470)	112715	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-49.531	1	< 0.1%
-49.307	1	< 0.1%
-46.591	1	< 0.1%
-46.251	1	< 0.1%
-43.957	1	< 0.1%
-43.943	1	< 0.1%
-43.714	1	< 0.1%
-43.504	1	< 0.1%
-43.303	1	< 0.1%
-43.046	3	< 0.1%

Value	Count	Frequency (%)
4.532	1	< 0.1%
3.156	1	< 0.1%
2.574	1	< 0.1%
1.864	1	< 0.1%
1.821	1	< 0.1%
1.795	1	< 0.1%
1.7	1	< 0.1%
1.682	1	< 0.1%
1.673	1	< 0.1%
1.416	1	< 0.1%

mode
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.1 MiB

1	72429
0	41120

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	113549
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	72429	63.8%
0	41120	36.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	72429	63.8%
0	41120	36.2%

Most occurring characters

Value	Count	Frequency (%)
1	72429	63.8%
0	41120	36.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	113549	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	72429	63.8%
0	41120	36.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	113549	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	72429	63.8%
0	41120	36.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	113549	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	72429	63.8%
0	41120	36.2%

speechiness
Real number (ℝ)

Distinct	1489
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0846744

Minimum	0
Maximum	0.965
Zeros	157
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0282
Q1	0.0359
median	0.0489
Q3	0.0845
95-th percentile	0.268
Maximum	0.965
Range	0.965
Interquartile range (IQR)	0.0486

Descriptive statistics

Standard deviation	0.10576176
Coefficient of variation (CV)	1.2490405
Kurtosis	28.790182
Mean	0.0846744
Median Absolute Deviation (MAD)	0.0165
Skewness	4.6445701
Sum	9614.6935
Variance	0.011185549
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0323	399	0.4%
0.0324	374	0.3%
0.0322	373	0.3%
0.0328	361	0.3%
0.0295	356	0.3%
0.0321	350	0.3%
0.033	347	0.3%
0.0367	343	0.3%
0.0326	340	0.3%
0.0306	331	0.3%
Other values (1479)	109975	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	157	0.1%
0.0221	3	< 0.1%
0.0222	1	< 0.1%
0.0223	3	< 0.1%
0.0225	2	< 0.1%
0.0226	2	< 0.1%
0.0227	3	< 0.1%
0.0228	5	< 0.1%
0.0229	1	< 0.1%
0.023	9	< 0.1%

Value	Count	Frequency (%)
0.965	1	< 0.1%
0.963	2	< 0.1%
0.962	6	< 0.1%
0.961	2	< 0.1%
0.96	3	< 0.1%
0.959	6	< 0.1%
0.958	6	< 0.1%
0.957	8	< 0.1%
0.956	7	< 0.1%
0.955	11	< 0.1%

acousticness
Real number (ℝ)

HIGH CORRELATION

Distinct	5061
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.31406368

Minimum	0
Maximum	0.996
Zeros	39
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0.000145
Q1	0.0168
median	0.168
Q3	0.596
95-th percentile	0.947
Maximum	0.996
Range	0.996
Interquartile range (IQR)	0.5792

Descriptive statistics

Standard deviation	0.33190638
Coefficient of variation (CV)	1.0568124
Kurtosis	-0.94351464
Mean	0.31406368
Median Absolute Deviation (MAD)	0.16652
Skewness	0.73021995
Sum	35661.617
Variance	0.11016185
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.995	292	0.3%
0.993	260	0.2%
0.994	259	0.2%
0.992	241	0.2%
0.991	215	0.2%
0.881	204	0.2%
0.131	201	0.2%
0.108	193	0.2%
0.107	188	0.2%
0.99	184	0.2%
Other values (5051)	111312	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	39	< 0.1%
1 × 10^-6	1	< 0.1%
1.01 × 10^-6	4	< 0.1%
1.02 × 10^-6	1	< 0.1%
1.03 × 10^-6	2	< 0.1%
1.04 × 10^-6	4	< 0.1%
1.06 × 10^-6	5	< 0.1%
1.07 × 10^-6	4	< 0.1%
1.08 × 10^-6	2	< 0.1%
1.09 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.996	102	0.1%
0.995	292	0.3%
0.994	259	0.2%
0.993	260	0.2%
0.992	241	0.2%
0.991	215	0.2%
0.99	184	0.2%
0.989	172	0.2%
0.988	148	0.1%
0.987	154	0.1%

instrumentalness
Real number (ℝ)

ZEROS

Distinct	5346
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.15570297

Minimum	0
Maximum	1
Zeros	38637
Zeros (%)	34.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4.13 × 10^-5
Q3	0.0487
95-th percentile	0.904
Maximum	1
Range	1
Interquartile range (IQR)	0.0487

Descriptive statistics

Standard deviation	0.30921701
Coefficient of variation (CV)	1.9859417
Kurtosis	1.2833206
Mean	0.15570297
Median Absolute Deviation (MAD)	4.13 × 10^-5
Skewness	1.7377696
Sum	17679.916
Variance	0.095615162
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	38637	34.0%
3.59 × 10^-5	166	0.1%
0.905	122	0.1%
0.895	121	0.1%
0.934	120	0.1%
0.922	118	0.1%
0.000141	115	0.1%
0.913	114	0.1%
0.911	113	0.1%
0.9	112	0.1%
Other values (5336)	73811	65.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	38637	34.0%
1 × 10^-6	32	< 0.1%
1.01 × 10^-6	46	< 0.1%
1.02 × 10^-6	36	< 0.1%
1.03 × 10^-6	34	< 0.1%
1.04 × 10^-6	50	< 0.1%
1.05 × 10^-6	39	< 0.1%
1.06 × 10^-6	49	< 0.1%
1.07 × 10^-6	56	< 0.1%
1.08 × 10^-6	47	< 0.1%

Value	Count	Frequency (%)
1	13	< 0.1%
0.999	22	< 0.1%
0.998	6	< 0.1%
0.997	11	< 0.1%
0.996	4	< 0.1%
0.995	15	< 0.1%
0.994	4	< 0.1%
0.993	9	< 0.1%
0.992	11	< 0.1%
0.991	12	< 0.1%

liveness
Real number (ℝ)

Distinct	1722
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.21361269

Minimum	0
Maximum	1
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0606
Q1	0.098
median	0.132
Q3	0.273
95-th percentile	0.681
Maximum	1
Range	1
Interquartile range (IQR)	0.175

Descriptive statistics

Standard deviation	0.19046183
Coefficient of variation (CV)	0.89162227
Kurtosis	4.3761797
Mean	0.21361269
Median Absolute Deviation (MAD)	0.051
Skewness	2.1054775
Sum	24255.507
Variance	0.036275708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.108	1344	1.2%
0.111	1315	1.2%
0.109	1193	1.1%
0.11	1174	1.0%
0.105	1111	1.0%
0.107	1096	1.0%
0.103	1092	1.0%
0.106	1062	0.9%
0.112	1056	0.9%
0.113	1001	0.9%
Other values (1712)	102105	89.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
0.00925	1	< 0.1%
0.00986	1	< 0.1%
0.0112	1	< 0.1%
0.0114	1	< 0.1%
0.0116	1	< 0.1%
0.0118	1	< 0.1%
0.0133	1	< 0.1%
0.0136	1	< 0.1%
0.0137	1	< 0.1%

Value	Count	Frequency (%)
1	2	< 0.1%
0.997	1	< 0.1%
0.995	1	< 0.1%
0.994	3	< 0.1%
0.993	2	< 0.1%
0.992	9	< 0.1%
0.991	4	< 0.1%
0.99	11	< 0.1%
0.989	17	< 0.1%
0.988	17	< 0.1%

valence
Real number (ℝ)

Distinct	1790
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.47420521

Minimum	0
Maximum	0.995
Zeros	176
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0.071
Q1	0.26
median	0.464
Q3	0.683
95-th percentile	0.911
Maximum	0.995
Range	0.995
Interquartile range (IQR)	0.423

Descriptive statistics

Standard deviation	0.25920357
Coefficient of variation (CV)	0.54660633
Kurtosis	-1.0271537
Mean	0.47420521
Median Absolute Deviation (MAD)	0.212
Skewness	0.11477427
Sum	53845.527
Variance	0.067186488
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.961	299	0.3%
0.304	245	0.2%
0.717	231	0.2%
0.962	230	0.2%
0.324	223	0.2%
0.963	215	0.2%
0.55	205	0.2%
0.365	205	0.2%
0.949	203	0.2%
0.202	199	0.2%
Other values (1780)	111294	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	176	0.2%
1 × 10^-5	129	0.1%
0.000322	1	< 0.1%
0.000378	1	< 0.1%
0.000667	1	< 0.1%
0.000673	1	< 0.1%
0.000755	1	< 0.1%
0.000781	1	< 0.1%
0.00084	1	< 0.1%
0.000885	1	< 0.1%

Value	Count	Frequency (%)
0.995	1	< 0.1%
0.994	1	< 0.1%
0.993	3	< 0.1%
0.992	4	< 0.1%
0.991	3	< 0.1%
0.99	1	< 0.1%
0.989	1	< 0.1%
0.988	4	< 0.1%
0.987	2	< 0.1%
0.986	1	< 0.1%

tempo
Real number (ℝ)

Distinct	45652
Distinct (%)	40.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	122.17574

Minimum	0
Maximum	243.372
Zeros	157
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	77.4092
Q1	99.296
median	122.02
Q3	140.074
95-th percentile	175.0716
Maximum	243.372
Range	243.372
Interquartile range (IQR)	40.778

Descriptive statistics

Standard deviation	29.972954
Coefficient of variation (CV)	0.24532655
Kurtosis	-0.10673916
Mean	122.17574
Median Absolute Deviation (MAD)	21.688
Skewness	0.23160418
Sum	13872934
Variance	898.37799
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	157	0.1%
151.925	146	0.1%
95.004	91	0.1%
130.594	74	0.1%
87.925	71	0.1%
125.004	70	0.1%
92.988	70	0.1%
76.783	68	0.1%
77.321	67	0.1%
90.04	62	0.1%
Other values (45642)	112673	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	157	0.1%
30.2	1	< 0.1%
30.322	1	< 0.1%
31.834	1	< 0.1%
34.262	1	< 0.1%
34.821	1	< 0.1%
35.392	1	< 0.1%
35.79	1	< 0.1%
35.862	1	< 0.1%
35.928	1	< 0.1%

Value	Count	Frequency (%)
243.372	1	< 0.1%
222.605	1	< 0.1%
220.525	1	< 0.1%
220.084	1	< 0.1%
220.081	3	< 0.1%
220.039	1	< 0.1%
219.971	1	< 0.1%
219.693	1	< 0.1%
219.571	1	< 0.1%
218.879	1	< 0.1%

time_signature
Categorical

IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.1 MiB

4	101486
3	9128
5	1805
1	967
0	163

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	113549
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	4
3rd row	4
4th row	3
5th row	4

Common Values

Value	Count	Frequency (%)
4	101486	89.4%
3	9128	8.0%
5	1805	1.6%
1	967	0.9%
0	163	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	101486	89.4%
3	9128	8.0%
5	1805	1.6%
1	967	0.9%
0	163	0.1%

Most occurring characters

Value	Count	Frequency (%)
4	101486	89.4%
3	9128	8.0%
5	1805	1.6%
1	967	0.9%
0	163	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	113549	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	101486	89.4%
3	9128	8.0%
5	1805	1.6%
1	967	0.9%
0	163	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	113549	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	101486	89.4%
3	9128	8.0%
5	1805	1.6%
1	967	0.9%
0	163	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	113549	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	101486	89.4%
3	9128	8.0%
5	1805	1.6%
1	967	0.9%
0	163	0.1%

track_genre
Text

Distinct	114
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.8 MiB

Length

Max length	17
Median length	11
Mean length	7.0703837
Min length	3

Characters and Unicode

Total characters	802835
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	acoustic
2nd row	acoustic
3rd row	acoustic
4th row	acoustic
5th row	acoustic

Value	Count	Frequency (%)
acoustic	1000	0.9%
singer-songwriter	1000	0.9%
reggae	1000	0.9%
techno	1000	0.9%
songwriter	1000	0.9%
samba	1000	0.9%
sertanejo	1000	0.9%
tango	1000	0.9%
swedish	1000	0.9%
indie-pop	1000	0.9%
Other values (104)	103549	91.2%

Most occurring characters

Value	Count	Frequency (%)
e	72726	9.1%
a	67569	8.4%
o	66767	8.3%
r	56785	7.1%
n	49708	6.2%
i	46833	5.8%
s	43815	5.5%
t	42919	5.3%
p	38910	4.8%
l	38802	4.8%
Other values (15)	278001	34.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	802835	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	72726	9.1%
a	67569	8.4%
o	66767	8.3%
r	56785	7.1%
n	49708	6.2%
i	46833	5.8%
s	43815	5.5%
t	42919	5.3%
p	38910	4.8%
l	38802	4.8%
Other values (15)	278001	34.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	802835	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	72726	9.1%
a	67569	8.4%
o	66767	8.3%
r	56785	7.1%
n	49708	6.2%
i	46833	5.8%
s	43815	5.5%
t	42919	5.3%
p	38910	4.8%
l	38802	4.8%
Other values (15)	278001	34.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	802835	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	72726	9.1%
a	67569	8.4%
o	66767	8.3%
r	56785	7.1%
n	49708	6.2%
i	46833	5.8%
s	43815	5.5%
t	42919	5.3%
p	38910	4.8%
l	38802	4.8%
Other values (15)	278001	34.6%

Auto

Heatmap
Table

	acousticness	danceability	duration_ms	energy	explicit	instrumentalness	key	liveness	loudness	mode	popularity	speechiness	tempo	time_signature	valence
acousticness	1.000	-0.036	-0.169	-0.707	0.101	-0.099	-0.038	-0.042	-0.532	0.101	0.011	-0.214	-0.217	0.140	-0.020
danceability	-0.036	1.000	-0.098	0.036	0.154	-0.143	0.035	-0.145	0.109	0.085	0.026	0.158	-0.072	0.280	0.461
duration_ms	-0.169	-0.098	1.000	0.103	0.011	0.128	0.014	-0.041	0.020	0.005	0.027	-0.129	0.049	0.036	-0.178
energy	-0.707	0.036	0.103	1.000	0.116	-0.033	0.045	0.177	0.749	0.088	-0.027	0.355	0.240	0.161	0.207
explicit	0.101	0.154	0.011	0.116	1.000	-0.116	0.005	0.035	0.110	0.037	0.040	0.259	-0.008	0.060	-0.001
instrumentalness	-0.099	-0.143	0.128	-0.033	-0.116	1.000	0.005	-0.099	-0.288	0.059	-0.078	-0.049	-0.005	0.067	-0.320
key	-0.038	0.035	0.014	0.045	0.005	0.005	1.000	-0.004	0.032	0.247	-0.003	0.044	0.012	0.021	0.034
liveness	-0.042	-0.145	-0.041	0.177	0.035	-0.099	-0.004	1.000	0.112	0.029	-0.008	0.092	0.020	0.039	0.013
loudness	-0.532	0.109	0.020	0.749	0.110	-0.288	0.032	0.112	1.000	0.045	0.033	0.232	0.193	0.153	0.220
mode	0.101	0.085	0.005	0.088	0.037	0.059	0.247	0.029	0.045	1.000	-0.016	-0.114	0.001	0.029	0.020
popularity	0.011	0.026	0.027	-0.027	0.040	-0.078	-0.003	-0.008	0.033	-0.016	1.000	-0.068	0.016	0.045	-0.042
speechiness	-0.214	0.158	-0.129	0.355	0.259	-0.049	0.044	0.092	0.232	-0.114	-0.068	1.000	0.115	0.085	0.092
tempo	-0.217	-0.072	0.049	0.240	-0.008	-0.005	0.012	0.020	0.193	0.001	0.016	0.115	1.000	0.496	0.062
time_signature	0.140	0.280	0.036	0.161	0.060	0.067	0.021	0.039	0.153	0.029	0.045	0.085	0.496	1.000	0.133
valence	-0.020	0.461	-0.178	0.207	-0.001	-0.320	0.034	0.013	0.220	0.020	-0.042	0.092	0.062	0.133	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	track_id	artists	album_name	track_name	popularity	duration_ms	explicit	danceability	energy	key	loudness	mode	speechiness	acousticness	instrumentalness	liveness	valence	tempo	time_signature	track_genre
0	5SuOikwiRyPMVoIQDJUgSV	Gen Hoshino	Comedy	Comedy	73	230666	False	0.676	0.4610	1	-6.746	0	0.1430	0.0322	0.000001	0.3580	0.7150	87.917	4	acoustic
1	4qPNDBW1i3p13qLCt0Ki3A	Ben Woodward	Ghost (Acoustic)	Ghost - Acoustic	55	149610	False	0.420	0.1660	1	-17.235	1	0.0763	0.9240	0.000006	0.1010	0.2670	77.489	4	acoustic
2	1iJBSr7s7jYXzM8EGcbK5b	Ingrid Michaelson;ZAYN	To Begin Again	To Begin Again	57	210826	False	0.438	0.3590	0	-9.734	1	0.0557	0.2100	0.000000	0.1170	0.1200	76.332	4	acoustic
3	6lfxq3CG4xtTiEg7opyCyx	Kina Grannis	Crazy Rich Asians (Original Motion Picture Soundtrack)	Can't Help Falling In Love	71	201933	False	0.266	0.0596	0	-18.515	1	0.0363	0.9050	0.000071	0.1320	0.1430	181.740	3	acoustic
4	5vjLSffimiIP26QG5WcN2K	Chord Overstreet	Hold On	Hold On	82	198853	False	0.618	0.4430	2	-9.681	1	0.0526	0.4690	0.000000	0.0829	0.1670	119.949	4	acoustic
5	01MVOl9KtVTNfFiBU9I7dc	Tyrone Wells	Days I Will Remember	Days I Will Remember	58	214240	False	0.688	0.4810	6	-8.807	1	0.1050	0.2890	0.000000	0.1890	0.6660	98.017	4	acoustic
6	6Vc5wAMmXdKIAM7WUoEb7N	A Great Big World;Christina Aguilera	Is There Anybody Out There?	Say Something	74	229400	False	0.407	0.1470	2	-8.822	1	0.0355	0.8570	0.000003	0.0913	0.0765	141.284	3	acoustic
7	1EzrEOXmMH3G43AXT1y7pA	Jason Mraz	We Sing. We Dance. We Steal Things.	I'm Yours	80	242946	False	0.703	0.4440	11	-9.331	1	0.0417	0.5590	0.000000	0.0973	0.7120	150.960	4	acoustic
8	0IktbUcnAGrvD03AWnz3Q8	Jason Mraz;Colbie Caillat	We Sing. We Dance. We Steal Things.	Lucky	74	189613	False	0.625	0.4140	0	-8.700	1	0.0369	0.2940	0.000000	0.1510	0.6690	130.088	4	acoustic
9	7k9GuJYLp2AzqokyEdwEw2	Ross Copperman	Hunger	Hunger	56	205594	False	0.442	0.6320	1	-6.770	1	0.0295	0.4260	0.004190	0.0735	0.1960	78.899	4	acoustic

	track_id	artists	album_name	track_name	popularity	duration_ms	explicit	danceability	energy	key	loudness	mode	speechiness	acousticness	instrumentalness	liveness	valence	tempo	time_signature	track_genre
113990	2A4dSiJmbviL56CBupkh6C	Lucas Cervetti	Frecuencias Álmicas en 432hz (Solo Piano)	Frecuencia Álmica XI - Solo Piano	22	369049	False	0.579	0.245	4	-16.357	1	0.0384	0.97000	0.924000	0.1010	0.3020	112.011	3	world-music
113991	0CE0Y6GM75cbrqao8EOAlW	Chris Tomlin	The Ultimate Playlist	At The Cross (Love Ran Red)	32	250629	False	0.387	0.531	8	-4.788	1	0.0290	0.00305	0.000000	0.2010	0.1530	146.003	4	world-music
113992	3FjOBB4EyIXHYUtSgrIdY9	Jesus Culture	Revelation Songs	Your Love Never Fails	38	312566	False	0.475	0.860	10	-4.722	1	0.0421	0.00650	0.000002	0.2460	0.4270	113.949	4	world-music
113993	4OkMK49i3NApR1KsAIsTf6	Chris Tomlin	See The Morning (Special Edition)	How Can I Keep From Singing	39	256026	False	0.505	0.687	10	-4.375	1	0.0287	0.08410	0.000000	0.1880	0.3820	104.083	3	world-music
113994	4WbOUe6T0sozC7z5ZJgiAA	Lucas Cervetti	Frecuencias Álmicas en 432hz	Frecuencia Álmica, Pt. 4	22	305454	False	0.331	0.171	1	-15.668	1	0.0350	0.92000	0.022900	0.0679	0.3270	132.147	3	world-music
113995	2C3TZjDRiAzdyViavDJ217	Rainy Lullaby	#mindfulness - Soft Rain for Mindful Meditation, Stress Relief Relaxation Music	Sleep My Little Boy	21	384999	False	0.172	0.235	5	-16.393	1	0.0422	0.64000	0.928000	0.0863	0.0339	125.995	5	world-music
113996	1hIz5L4IB9hN3WRYPOCGPw	Rainy Lullaby	#mindfulness - Soft Rain for Mindful Meditation, Stress Relief Relaxation Music	Water Into Light	22	385000	False	0.174	0.117	0	-18.318	0	0.0401	0.99400	0.976000	0.1050	0.0350	85.239	4	world-music
113997	6x8ZfSoqDjuNa5SVP5QjvX	Cesária Evora	Best Of	Miss Perfumado	22	271466	False	0.629	0.329	0	-10.895	0	0.0420	0.86700	0.000000	0.0839	0.7430	132.378	4	world-music
113998	2e6sXL2bYv4bSz6VTdnfLs	Michael W. Smith	Change Your World	Friends	41	283893	False	0.587	0.506	7	-10.889	1	0.0297	0.38100	0.000000	0.2700	0.4130	135.960	4	world-music
113999	2hETkH7cOfqmz3LqZDHZf5	Cesária Evora	Miss Perfumado	Barbincor	22	241826	False	0.526	0.487	1	-10.204	0	0.0725	0.68100	0.000000	0.0893	0.7080	79.198	4	world-music

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations